Data Scientist, Krombacher
Wippeskuhlen 53, 57439 Attendorn
📞 +49 171 274 956 0
📧 [email protected]
🌐 LinkedIn · Facebook

About Me

I am married and have a daughter of 4 years and a son of age 2. In general I am a very cheerful and satisfied person. I am highly motivated for testing out new topics and open minded. I love creating rapid POCs with genAI and like to go out and having people around me.

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  • 💻 Programming Languages: Python, C++, Java, SQL, Matlab
  • ☁️ Cloud & Infrastructure: AWS, Docker, Serverless, Airflow
  • 📊 Visualization: Grafana, Dashboards, Confluence
  • 🧠 ML Tools: MLflow, Huggingface, Sagemaker
  • 🔌 APIs & Dev Tools: Postman, Jira, LaTeX
  • 🛠️ General Tools: Databricks, Pycharm, Linux, Office

Working Experience

2022 – Present: Data Scientist @ Krombacher, KSA

  • Full stack data science: classification, forecasting, and rapid POCs
  • Infrastructure on AWS using Serverless Framework
  • Data visualization and preparation with Python
  • Model containerization, deployment, and monitoring

2020 – 2022: Data Scientist @ Bosch Rexroth, Big Data and Simulation

  • Developed ODiN (Predictive Maintenance)
  • Migrated ODiN codebase to AWS
  • Supported customers and built dashboards
  • Completed advanced training in ML and coding via Coursera

2016 – 2020: PhD Student @ Bosch Rexroth, CoC Strömungs- und Strukturmechanik

  • Developed a multi-domain optimization workflow for valve housings
  • Implemented a lifetime computation tool in C++
  • Collaborated with Universities of Munich, Kaiserslautern, Erlangen

2012 – 2016: Development Engineer @ Bosch Rexroth, Valve Development

  • Simulated and optimized hydraulic valves
  • Supervised interns and theses

2011 – 2012: Diploma Thesis @ Bosch Rexroth

  • “Optimization of valve housing with evolutionary optimization strategies”

2011: Internship @ Bosch Rexroth

  • Programmed and optimized an automatic meshing tool

Education

2016 – 2020: PhD Student in Simulation Methods @ Bosch Rexroth

2006 – 2012: Computational Engineering Science @ RWTH Aachen

  • Focus: Combustion and Fluid Mechanics
  • Diploma Thesis: Valve optimization using evolutionary strategies (Grade: 1.3)
  • Final grade: 1.9

2005 – 2006: Alternative Service @ Caritas Station Attendorn

1996 – 2005: High School @ St.-Ursula Gymnasium Attendorn (Grade: 2.5)

Internships & Student Work

Pre-Study Internships

  • 2006: Basic internship in mechanical engineering @ Muhr und Bender KG
  • 2003: IT internship @ Viega GmbH & Co. KG

Student Jobs

  • 2008 – 2011: Research Assistant @ IKV Aachen
  • 2008: Tutor for Data Structures and Algorithms, RWTH Aachen
  • 2007 – 2008: Tutor for Programming I (Java & C++), RWTH Aachen

Skills

Programming Languages

  • Python, C++, Java, SQL, Matlab

Tools & Technologies

  • Big Data & Cloud: AWS (Timestream, Sagemaker, S3), Airflow, Docker
  • IaC: Serverless Framework
  • Visualization: Grafana, Dashboards
  • Data Platforms: Databricks
  • ML Tooling: MLflow, Huggingface
  • APIs: Postman
  • General: Linux, LaTeX, Office, Confluence, Jira

Hard Skills

  • Analytical Thinking
  • Programming
  • GenAI
  • Visualization & Presentation
  • Simulation / CFD

Soft Skills

  • Teamwork & Communication
  • Problem Solving
  • Curiosity & Self-Motivation

Languages

  • German (Native)
  • English (Fluent)
  • Spanish (Basic)
  • French (Basic)

Interests

  • Watching soccer
  • Computer science and programming
  • Going out
  • Tennis
  • Esports